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Latent Class Analysis

Latent class analysis identifies unobserved subgroups — latent classes — within a population by finding patterns of responses across a set of categorical observed indicators. It is the categorical-variable counterpart of cluster analysis, but grounded in an explicit probabilistic model, and is widely used in social, health, and behavioral sciences to discover typologies in survey or diagnostic data.

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Rekod kaedah taksonomik · latent-structure / statistics

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Taxonomic bucketCluster Analysismachine-suggested · Relational suggestion, not evidence.Same method familyConfirmatory factor analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketDiscriminant Analysismachine-suggested · Relational suggestion, not evidence.Same method familyEFAmachine-suggested · Relational suggestion, not evidence.Same method familyLatent Profile Analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketMixture Modelingmachine-suggested · Relational suggestion, not evidence.